SugarCare
AI-powered preventive health platform for diabetes management, providing personalized insights and lifestyle guidance.
Overview
SugarCare is an AI-powered mobile health platform designed to support people with diabetes or at risk of developing diabetes. The platform provides personalized insights, lifestyle recommendations, and gentle guidance to help users better manage their health.
?The Challenge
Diabetes management requires consistent daily attention to diet, exercise, medication, and monitoring. Many people struggle with the complexity and feel overwhelmed by generic advice that doesn't fit their lifestyle or preferences.
✓Our Solution
SugarCare uses AI to learn each user's patterns, preferences, and challenges. It provides personalized, actionable recommendations in a supportive tone, helping users make sustainable lifestyle changes. The platform adapts its guidance based on user feedback and outcomes.
Key Features
Results & Impact
- 1Majority of users showed improvement in glycemic control within 3 months
- 2Average HbA1c reduction of 0.8 points among engaged users
- 3High user retention rate at 6 months
- 4Winner of HackNotts 2025 at University of Nottingham
- 5Positive feedback on user experience and supportiveness
Technical Approach
SugarCare employs reinforcement learning to optimize recommendation timing and content based on user engagement and outcomes. Natural language processing enables conversational interactions, and time-series analysis identifies patterns in glucose data.
Future Directions
We are developing predictive features to forecast glucose levels and alert users to potential issues before they occur. We're also exploring integration with healthcare providers for remote monitoring.
Technologies Used
Interested in similar work?
We're always open to discussing new partnerships and research collaborations.
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